Endüstri Mühendisli˘Gi Kongresi 5-7 Temmuz 2021 B˙ILD˙IR˙I¨OZETLER˙I

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Endüstri Mühendisli˘Gi Kongresi 5-7 Temmuz 2021 B˙ILD˙IR˙I¨OZETLER˙I 40. Y¨oneylemAra¸stırması- End¨ustriM¨uhendisli˘giKongresi 5-7 Temmuz 2021 BILD_ IR_ I_ OZETLER¨ I_ KONGREMIZ_ I_ DESTEKLEYEN SPONSORLARIMIZA TES¸EKKURLER¨ IM_ IZ_ I_ SUNARIZ ALTIN SPONSORLAR GUM¨ US¸SPONSORLAR¨ I¸cindekiler_ 1 YAEM 2021 4 1.1 Kongre Ba¸skanından...............................................4 1.2 Y¨oneylemAra¸stırmasıDerne˘giBa¸skanından..................................5 1.3 Program.....................................................6 2 Kurullar 9 2.1 Kongre Ba¸skanı.................................................9 2.2 Program Kurulu Ba¸skanları...........................................9 2.3 D¨uzenlemeKurulu................................................9 2.4 Bilim Kurulu...................................................9 3 Davetli Konu¸smacılar 11 4 Paralel Oturumlar 14 4.1 5 Temmuz 2021 Pazartesi 11:15 - 12:45.................................... 14 4.1.1 Ara¸cRotalama 1............................................ 14 4.1.2 Eniyileme Uygulamaları 1....................................... 15 4.1.3 C¸ok Ama¸clıKarar Verme 1...................................... 17 4.1.4 Bulanık Mantık............................................ 18 4.1.5 Veri Analiti˘gi1............................................. 19 4.1.6 Veri Analizi 1............................................. 20 4.1.7 C¸izelgeleme.............................................. 22 4.1.8 Enerji Sistemleri 1........................................... 23 4.1.9 Stok Planlama............................................. 24 4.1.10 Uygulamalı Finans........................................... 26 4.1.11 Kablosuz A˘glarda Eniyileme...................................... 27 4.2 5 Temmuz 2021 Pazartesi 13:45 - 15:15.................................... 29 4.2.1 Ara¸cRotalama 2............................................ 29 4.2.2 Eniyileme Uygulamaları 2....................................... 30 4.2.3 C¸ok Ama¸clıKarar Verme 2...................................... 31 4.2.4 Sa˘glıkAlanında Sistem Dinamikleri Uygulamaları.......................... 33 4.2.5 Veri Analiti˘gi2............................................. 34 4.2.6 Yalın D¨on¨u¸s¨um............................................ 35 4.2.7 C¸izge Kuramı ve Uygulamaları 1................................... 37 4.2.8 Enerji Sistemleri 2........................................... 38 4.2.9 Tedarik Zinciri Y¨onetimi1....................................... 39 4.2.10 Fiyatlandırma ve C¸e¸sitPlanlama................................... 41 1 / 134 YA/EM 2021 40. Y¨oneylemAra¸stırması/ End¨ustriM¨uhendisli˘giKongresi 5-7 Temmuz, Istanbul_ 4.3 5 Temmuz 2021 Pazartesi 15:30 - 17:00.................................... 42 4.3.1 Ara¸cRotalama 3............................................ 42 4.3.2 Eniyileme Uygulamaları 3....................................... 43 4.3.3 Lojistik Y¨onetimi........................................... 45 4.3.4 Sa˘glıkSistemleri Uygulamaları 1................................... 46 4.3.5 Veri Analiti˘gi3............................................. 47 4.3.6 Veriye Dayalı Uretim¨ Planlama ve Kontrol¨u............................. 48 4.3.7 C¸izge Kuramı ve Uygulamaları 2................................... 49 4.3.8 G¨u¸cSistemleri Modellemesi...................................... 51 4.3.9 Tedarik Zinciri Y¨onetimi2....................................... 52 4.3.10 Perakende ve Hizmet Sekt¨orlerindeGelir Y¨onetimiUygulamaları.................. 54 4.3.11 Monte Carlo Y¨ontemleri........................................ 55 4.4 6 Temmuz 2021 Salı 09:30 - 11:00....................................... 56 4.4.1 Ara¸cRotalama 4............................................ 56 4.4.2 Eniyileme Uygulamaları 4....................................... 57 4.4.3 C¸ok Ama¸clı/Ol¸c¨utl¨uKarar¨ Verme 1.................................. 58 4.4.4 Sa˘glıkSistemleri Uygulamaları 2: Tu˘gbaC¸ayırlı Oturumu...................... 60 4.4.5 Veri Analiti˘gi4............................................. 61 4.4.6 Uretim¨ Y¨onetimi1........................................... 63 4.4.7 Karar Analizi Uygulamaları...................................... 64 4.4.8 Enerji Sistemleri 3........................................... 65 4.4.9 Rassal S¨ure¸cler1............................................ 67 4.4.10 Kombinatoryal Optimizasyon 1.................................... 68 4.5 6 Temmuz 2021 Salı 11:15 - 12:45....................................... 69 4.5.1 Ara¸cRotalama 5............................................ 69 4.5.2 Eniyileme Uygulamaları 5....................................... 70 4.5.3 C¸ok Ama¸clı/Ol¸c¨utl¨uKarar¨ Verme 2.................................. 71 4.5.4 Sa˘glıkSistemleri Uygulamaları 3................................... 73 4.5.5 Veri Analiti˘gi5............................................. 74 4.5.6 Uretim¨ Y¨onetimi2........................................... 75 4.5.7 S¨urd¨ur¨ulebilirlik 1........................................... 77 4.5.8 Elektrik G¨u¸cSistemleri I¸cinY¨oneylemAra¸stırması_ .......................... 79 4.5.9 Rassal S¨ure¸cler2............................................ 80 4.5.10 Kombinatoryal Optimizasyon 2.................................... 81 4.6 6 Temmuz 2021 Salı 13:45 - 15:15....................................... 83 4.6.1 Ara¸cRotalama 6............................................ 83 4.6.2 Eniyileme Uygulamaları 6....................................... 84 4.6.3 E˘gitimUygulamaları.......................................... 85 4.6.4 Sa˘glıkSistemleri Uygulamaları 4................................... 86 4.6.5 Veri Analiti˘gi6............................................. 87 4.6.6 Uretimde¨ Yapay Zeka Uygulamaları.................................. 89 4.6.7 S¨urd¨ur¨ulebilirlik 2........................................... 90 4.6.8 Finansta Sayısal Ara¸stırmaUygulamaları............................... 91 4.6.9 Rassal S¨ure¸cler3............................................ 92 4.6.10 Kombinatoryal Optimizasyon 3.................................... 93 2 / 134 YA/EM 2021 40. Y¨oneylemAra¸stırması/ End¨ustriM¨uhendisli˘giKongresi 5-7 Temmuz, Istanbul_ 4.7 7 Temmuz 2021 C¸ar¸samba09:30 - 11:00................................... 94 4.7.1 Veri Analizi 2............................................. 94 4.7.2 Eniyileme Uygulamaları 7....................................... 95 4.7.3 C¸ok Ama¸clı/Ol¸c¨utl¨uKarar¨ Verme 3.................................. 96 4.7.4 Sa˘glıkSistemleri Uygulamaları 5................................... 98 4.7.5 Veri Analiti˘gi7............................................. 99 4.7.6 Kalite Y¨onetimi1........................................... 100 4.7.7 Sosyal A˘glar 1............................................. 102 4.7.8 Finansta Veri Analizi......................................... 103 4.7.9 Rassal S¨ure¸cler4............................................ 104 4.7.10 Kombinatoryal Optimizasyon 4.................................... 105 4.8 7 Temmuz 2021 C¸ar¸samba11:15 - 12:45................................... 106 4.8.1 Insani_ Yardım Lojisti˘gi......................................... 106 4.8.2 Eniyileme Uygulamaları 8....................................... 107 4.8.3 C¸ok Ama¸clı/Ol¸c¨utl¨uKarar¨ Verme 4.................................. 109 4.8.4 Sa˘glıkSistemleri Uygulamaları 6................................... 111 4.8.5 Veri Analiti˘gi8............................................. 112 4.8.6 Kalite Y¨onetimi2........................................... 113 4.8.7 Sosyal A˘glar 2............................................. 115 4.8.8 Gelir Y¨onetimi............................................. 116 4.8.9 Rassal S¨ure¸cler5............................................ 118 4.8.10 Kombinatoryal Optimizasyon 5.................................... 119 5 Bildiriler Listesi 122 5.1 Kongre Istatistikleri_ ............................................... 134 3 / 134 1 YAEM 2021 1.1 Kongre Ba¸skanından De˘gerliKatılımcılar, 40. Y¨oneylemAra¸stırmasıve End¨ustriM¨uhendisli˘gi(YA/EM) Kongresine ho¸sgeldiniz. 40. Kongremizi 2020 yılında Bo˘gazi¸ci Universitesinde¨ d¨uzenlemeyi beklerken ¨once2021 yazına erteledik, ardından kongreyi ¸cevrimi¸ciplatform ¨uzerinde uzaktan yapmaya karar verdik. Bunu yapmamızın nedeni 2020 yılının ba¸sındanberi t¨umd¨unyayı etkisi altına alan Covid-19 Pandemisi oldu. Bu ola˘gandı¸sıd¨onem,t¨umd¨unya gibi T¨urkiye'yi de etkilerken hepimizi aylarca evlerimize kapadı. E˘gitim-¨o˘gretim- ara¸stırmafaaliyetlerimizi uzaktan yapmak zorunda kaldık. Bu deneyimin hepimizde iyi-k¨ot¨uetkileri oldu. Y¨uksek¨o˘gretimde ¨o˘grencilerimizdenve meslekta¸slarımızdan uzak kalırken neredeyse her g¨und¨unyanın bir k¨o¸sesinded¨uzenlenenakademik faaliyetlere uzaktan katılabilir olduk. 1975'te ilkini d¨uzenledi˘gimiz,40 yıllık gelene˘giolan kongremizi bu ortamda ilk kez uzaktan d¨uzenliyoruz. Temel ilgi ve ¸calı¸smaalanlarımız olan ¨uretim, da˘gıtım,sa˘glık,ula¸stırmave enerji sistemleri pandemiden ¸coketkilendi. YA/EM ¸calı¸sanları yeteneklerini ve enerjilerini pandeminin etkilerini azaltmaya ve pandemi sonrası d¨unyaya hazırlanmaya y¨onelttiler.Veriye dayalı etkin politikalar geli¸stirmede YA/EM ¸calı¸sanlarının ¨onemlikatkıları oldu. Kongremizin teması olan \Veri C¸a˘gındaYA/EM", pandemi nedeni ile kar¸sıla¸stı˘gımız en g¨u¸cve belirsizliklerle dolu bu problemde tam anlamını buldu. Kongre s¨uresincebu yakla¸sımınba¸sarılı ¨orneklerinidinleme fırsatı bulaca˘gız. Ote¨ yandan, pandemiden ba˘gımsızolarak \veri ¸ca˘gı”,artık her i¸sleminkayıt altına alındı˘gıve veriye eri¸simin¸cokarttı˘gıbir d¨unyada bize zaten yeni zorluklar ve fırsatlar sunuyordu. Istatistik,_ yapay ¨o˘grenmeve di˘gerampirik alanlarda
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